KSR2-14–3-3ζ complex serves as a biomarker and potential therapeutic target in sorafenib-resistant hepatocellular carcinoma

Background Kinase suppressor of Ras 2 (KSR2) is a regulator of MAPK signaling that is overactivated in most hepatocellular carcinoma (HCC). We sought to determine the role of KSR2 in HCC pathogenesis. Methods We tested the level of KSR2 in HCC tissues and cell lines by tissue microarray, qPCR, and western blotting. Functionally, we determined the effects of KSR2 on the proliferation, migration, and invasion of HCC cells through colony formation assays, scratch assays, transwell migration assays, and xenograft tumor models. Co-immunoprecipitation (co-IP) experiments were used to assess the interaction of phospho-serine binding protein 14–3-3ζ and KSR2, and the effects of this interaction on growth and proliferation of human HCC cells were tested by co-overexpression and knockdown experiments. Additionally, we used flow cytometry to examine whether the KSR2 and 14–3-3ζ interaction conveys HCC resistance to sorafenib. Results KSR2 was significantly upregulated in HCC tissues and cell lines, and high KSR2 expression associated with poor prognosis in HCC patients. KSR2 knockdown significantly suppressed HCC cell proliferation, migration, and invasion in vitro and in vivo. Mechanistically, co-IP experiments identified that 14–3-3ζ complexed with KSR2, and elevated 14–3-3ζ increased KSR2 protein levels in HCC cells. Importantly, Kaplan–Meier survival analysis showed that patients with both high KSR2 and high 14–3-3ζ expression levels had the shortest survival times and poorest prognoses. Interestingly, HCC cells overexpressing both KSR2 and 14–3-3ζ, rather than either protein alone, showed hyperactivated MAPK signaling and resistance to sorafenib. Conclusions Our results provide new insights into the pro-tumorigenic role of KSR2 and its regulation of the MAPK pathway in HCC. The KSR2–14–3-3ζ interaction may be a therapeutic target to enhance the sorafenib sensitivity of HCC. Supplementary Information The online version contains supplementary material available at 10.1186/s40364-022-00361-9.


Introduction
In 2020, liver cancer was the sixth most common cancer globally and the fourth leading cause of cancer deaths. There are approximately 906,000 new cases and 830,000 deaths annually [1]. Of primary liver cancer cases, 75%-85% are hepatocellular carcinoma (HCC) [1]. The natural course of HCC is largely asymptomatic, and HCC is typically diagnosed at an advanced stage in many patients [2]. Gao et al. Biomarker Research (2022) 10:25 Chronic infection with hepatitis B virus (HBV) or hepatitis C virus (HCV), aflatoxin-contaminated foodstuffs, heavy alcohol intake, obesity, smoking, and type 2 diabetes are the most common risk factors for HCC [3].
Overactivation of the Ras/Raf/MEK/ERK, which is a major signaling branch of the MAPK pathway involved in the growth and differentiation of human cells, has welldefined roles in tumorigenesis. For example, point mutations in each member of the cascade are known drivers of tumor formation (Ras and Raf mutations) or indicators of poor prognosis (MEK and ERK mutations) [4]. In this pathway, scaffold proteins facilitate kinase activation by colocalizing the core kinase components and impact the duration and amplitude of signaling by interacting with positive and negative regulators of the cascade [5,6]. Thus, scaffold proteins are critical to MAPK signaling.
In this study, we found that KSR2 was upregulated in HCC and promoted tumor cell proliferation through the MAPK pathway. Small-sample clinical verification and preliminary functional experiments demonstrated the roles of KSR2 in HCC growth in vitro and in vivo. KSR2interacting proteins were identified using co-IP and proteomic analyses, and their functions and effects on cell growth were further verified. Our findings reveal the underlying molecular mechanisms and demonstrate the potential clinical use of KSR2 in future HCC treatments.

Cell lines, cell culture, and transfection of lentiviral vectors
The human HCC cell lines HuH7, PLC/PRF/5, MHCC97H, Hep3B, and HepG2 were obtained from the American Type Culture Collection (ATCC, Manassas, VA) and the cell library of the Chinese Academy of Sciences. All cell lines were cultured in the providers' recommended medium supplemented with 10% fetal bovine serum (Gibco, South America origin), 100 μg/mL penicillin (Yeasen, Shanghai, China), and 100 μg/mL streptomycin (Yeasen, Shanghai, China) at 37 °C in a humidified 5% CO 2 -containing atmosphere. A KSR2 lentiviral vector was constructed (Genomeditech, Shanghai, China). Stable transfectants were characterized by quantitative real-time polymerase chain reaction (qPCR) or western blotting. Table S2 lists the targets of shKSR2.

RNA extraction and real-time polymerase chain reaction assay
Total RNA was extracted from HCC cells and tissues using TRIzol Reagent (Sigma-Aldrich, USA) according to the manufacturer's protocol. cDNA was synthesized by random primers and the HifairII 1st strand cDNA synthesis kit (Yeasen, Shanghai, China). Real-time polymerase chain reaction (qPCR) was performed using the Hieff qPCR SYBR green master mix (Yeasen, Shanghai, China). PCR conditions were: 95 °C for 30 s followed by 40 cycles of 95 °C for 10 s, and 60 °C for 30 s. Table S3 lists the PCR primers. ACTB was used as the internal control.

Protein extraction and western blotting
Cell and tissue proteins were extracted using lysis buffer for WB/IP assays (Beyotime Institute of Biotechnology, China) with a phosphorylated protease inhibitor cocktail (Yeasen, Shanghai, China) and a proteinase inhibitor cocktail (Yeasen, Shanghai, China). Protein concentrations were determined using a BCA protein quantification kit (

Cell transfections
Small interfering RNA (siRNA) oligonucleotides for 14-3-3ζ were designed and synthesized by Genomeditech (Shanghai, China). Table S4 shows the primer sequences for the siRNAs. Transient transfection was performed using the Lipofectamine 2000 reagent (Invitrogen, Carlsbad, USA) according to the manufacturer's instructions. After transfection for 48 h, cells were used for functional assays, including cell viability assays, RNA extraction, and western blotting.

Colony formation assays
For cell viability assays, 1000 cells were placed in a 6-well plate and maintained with 10% FBS-Dulbecco's Modified Eagle's Medium (DMEM) for 2 weeks. Colonies were fixed with methanol and stained with 0.1% crystal violet for 10 min. A clone including more than 50 cells was counted as positive.

Wound healing migration
Cells were seeded into 6-well plates and grown to approximately 90% confluence. Cell monolayers were scratched with a 20-μL sterile pipette tip. Cells were rinsed with phosphate-buffered saline and cultured in DMEM supplemented with 1% fetal bovine serum. Cell migration was photographed 0 h and 48 h after scratching using an inverted microscope (Olympus, Tokyo, Japan).

Invasion assays
Matrigel invasion assays were performed in 24-well plates with 8 μm-pore size chamber inserts (Corning, New York, USA). Upper chambers were precoated with 60 μL of Matrigel. After 30 min coating with Matrigel, 2 × 10 4 cells in 200 μL of serum-free culture medium were seeded into each well of the upper chamber, and 500 μL of medium supplemented with 10% fetal bovine serum (FBS) were added to the lower chamber. Chambers were incubated at 37 °C with 5% CO 2 for 72 h, and then cells that migrated through the membrane were fixed with 4% paraformaldehyde, stained with 0.1% crystal violet for 30 min, and imaged and counted under a light microscope (Olympus, Tokyo, Japan).

In vivo tumor growth
All animal experiments were approved by the Animal Ethics Committee of Zhongshan Hospital affiliated with Fudan University. Experiments used 6-week-old male BALB/c-nu/nu mice raised by Zhongshan Hospital. Mice were housed and experiments performed in a specific pathogen-free (SPF) animal facility. For the in vivo xenograft assays, 5 × 10 6 PLC/PRF/5 cells stably expressing shKSR2 or the negative control and 5 × 10 6 PLC/PRF/5 cells stably expressing KSR2 or the lentiviral vector were individually subcutaneously inoculated into the dorsal right flanks of nude mice (6 per group). Size of the tumors was measured twice a week. Tumor volume was measured using calipers and calculated as V = (length × width 2 )/2. After 3-4 weeks, mice were euthanized and tumors were harvested and fixed in 10% neutral phosphate-buffered formalin. Fixed tumors were stained via immunohistochemistry. In another experiment, BALB/c-nu/nu mice were injected subcutaneously with PLC/PRF/5 cells (5 × 10 6 cells/mouse) and treated with sorafenib (20 mg/kg gavage, once every other day) at day five for two weeks. On day 12 after the start of treatment, tumors were removed.

Co-immunoprecipitation (co-IP) and protein mass spectrometry
Cells were cultured to > 90% confluence then lysed in immunoprecipitation lysis buffer (Beyotime Shanghai, China) with protease and protein phosphatase inhibitors. Lysates were incubated with 20 μL of protein A/G magnetic beads (MedChemExpress, New Jersey, USA) for 2 h. After incubating, the beads were removed, and 5-10 μL of primary antibody (KSR2) or isotype IgG was added to the supernatant and the samples mixed with gentle rocking at 4 °C overnight to capture the fusion proteins. Then, 20 μL of protein A/G beads was added and the immunoprecipitation mixes incubated for 2 h. Magnetic beads were collected by placing the tube in the appropriate magnetic separator. Beads were washed three times with cooled PBS buffer to remove nonspecifically bound proteins. Bound fusion proteins were eluted from the beads. Peptides were then analyzed (Bioprofile, Shanghai, China) with the Easy-nLC1200 chromatographic system (Thermo Fisher, Massachusetts, USA) and Q-exactive Plus mass spectrometer (Thermo Fisher, Massachusetts, USA). Protein identification was performed using MaxQuant1.6.1.0.

Clinical specimens and tissue microarray (TMA)
A tissue microarray containing 198 paired HCC tissues and matched adjacent noncancerous tissues as well as fresh human hepatocellular carcinoma tissues and matched adjacent noncancerous tissues for qPCR and western blot analyses were collected from the Department of Liver Cancer at Zhongshan Hospital affiliated with Fudan University, Shanghai, China, from 2007 to 2020. All specimens were immediately snap-frozen in liquid nitrogen after surgical removal. Informed consent was obtained from all subjects to use the specimens described in this study. The procedure related to human subjects was approved by the Ethics Committee of the Fudan University.

Immunohistochemistry (IHC)
Tissues were fixed in 4% paraformaldehyde, washed three times with PBS, transferred to 70% ethanol, and then embedded in paraffin and sectioned according to standard procedures. Sections were dewaxed with a graded ethanol series. After antigen retrieval, the tissues were stained using the Streptavidin Peroxidase

Apoptosis analysis
Cell apoptosis was analyzed using the Annexin V-FITC/ Propidium Iodide (PI) Apoptosis Detection Kit (Bioplatform, Shanghai, China) according to the manufacturer's instructions. PLC/PRF/5 cells were stained with FITC and PI and then analyzed by fluorescence-activated cell sorting using the LSRFortessa (BD Biosciences, CA, USA). Cell apoptosis data were analyzed by the Flowjo V10.2 software.

Statistical analysis
The statistical differences between groups were analyzed by χ 2 analysis or two-tailed Student's t tests. The Kaplan-Meier method was used for univariate survival analysis, and the log-rank test was used to assess the difference between survival curves. Spearman's correlation coefficient was used to determine the correlation between the expression levels of KSR2 and 14-3-3ζ. Univariate and multivariate tests were carried out using twosided Cox univariate analyses. Data are presented as the mean ± standard deviation (SD) or the mean ± standard error of the mean (SEM). Differences were considered statistically significant at p values < 0.05.

Public expression databases show that KSR2 is upregulated in tumor tissues
Among five malignant tumor types, glioma and liver cancer had the highest expression of KSR2 based on data from the Human Protein Atlas (Fig. 1A). In these available data, high expression of KSR2 is the only meaningful risk factor (p < 0.05) for the occurrence of liver cancer (Fig. 1B). Moreover, data mining from The Cancer Genome Atlas (TCGA) showed that HCC patients with high KSR2 expression had low overall survival (OS) (Fig. 1C) and HCC tissues (T) had higher KSR2 levels than nontumor tissues (NT) (Fig. 1D). As shown in the schematic diagram of MAPK signaling pathway (Fig. 1E), KSR2 is an important scaffold in the MAPK pathway. To explore the relationship between KSR2 and tumor cell proliferation, we examined co-expression of KSR2 and the proliferating cell nuclear antigen (PCNA), human Ki67 (MKI67) protein, and histone deacetylase 1 (HDAC1). Expression of each of these proliferative markers (PCNA, MKI67, and HDAC1) positively correlated with that of KSR2, indicating KSR2 may promote tumor proliferation (Fig. 1F-H).

KSR2 is significantly up-regulated in HCC and associates with a poor prognosis
To further verify that KSR2 promotes HCC, we examined expression of KSR2 in tissue microarrays that were created with tumor and adjacent normal liver tissues from 198 HCC patients who underwent radical resection from 2007 to 2017. KSR2 was highly expressed in tumors but low in adjacent tissues ( Fig. 2A). We analyzed the correlation between KSR2 expression and clinicopathological indicators (Tab. 1). We further analyzed the relationship between KSR2 expression and the prognosis of patients with liver cancer and found that patients with high KSR2 expression had a shorter OS (p < 0.0001, Fig. 2B) and disease-free survival (DFS) (p = 0.0194, Fig. 2C) than patients with low KSR2 expression. Univariate analysis of OS revealed that associated factors were tumor size and tumor thrombus (p < 0.05, Fig. 2D); multivariate analysis identified tumor size and tumor thrombus as associated factors (p < 0.05, Fig. 2E). Single-factor analysis for DFS found that associated factors included tumor size and tumor thrombus (p < 0.05, Fig. 2D); multivariate analysis found tumor size, tumor number, and tumor thrombus (p < 0.05) to be associated factors (Fig. 2E). In addition, western blot analysis showed that KSR2 protein levels were significantly higher in HCC samples than in matched adjacent normal tissues (n = 10, Fig. 2F).
To verify this, the mRNA and protein levels of KSR2 in liver cancer cells were analyzed by qPCR and western blot. We found that the mRNA and protein levels of KSR2 were moderately upregulated in 5 HCC cell lines ( Fig. 2G and H). Taken together, these results indicate that KSR2 is frequently upregulated in HCC and a high level of KSR2 is associated with short OS and high recurrence rates in HCC patients.

KSR2 enhances HCC cell proliferation, migration, and invasion
Of the tested HCC cell lines, MHCC97H and PLC/PRF/5 had intermediate levels of KSR2 expression. Therefore, we selected these lines for KSR2 knockdown and overexpression studies. Knockdown and overexpression efficacy was confirmed by qPCR and western blot ( Fig. 3A and B).
Five short hairpin RNAs were tested, and those demonstrating the most significant knockdowns (shRNA1 and shRNA5) were selected for subsequent experiments. Knockdown of KSR2 inhibited colony formation ( Fig. 3C and D), cell migration ( Fig. 3E and F), and cell invasion ( Fig. 3G and H). In contrast, overexpression of KSR2 enhanced HCC cell proliferation, migration, and invasion in vitro (Fig. 3C-H).

KSR2 promotes HCC growth in vivo
A xenograft model was used to determine whether KSR2 promotes HCC cell growth in vivo. Tumors derived from KSR2-knockdown cells were smaller and grew slower than those from the control cells, whereas overexpression of KSR2 increased tumor size and promoted tumor growth ( Fig. 4A-H). IHC staining of the tissues resected from the xenograft tumors revealed that expression of the proliferation marker KI67 was increased in KSR2overexpressing tumors but decreased in the KSR2-knockdown tumors ( Fig. 4I and J). These results suggest that KSR2 promotes HCC growth in vivo.

KSR2 serves as a promising target for sorafenib
To elucidate the molecular mechanism underlying KSR2induced HCC cell growth, we tested whether KSR2 affects signaling via the MAPK pathway in HCC cells. As shown in Fig. 5A, silencing of KSR2 in MHCC97H and PLC/PRF/5 cells arrested ERK1/2 phosphorylation. In contrast, KSR2, p-MEK1/2, and p-ERK1/2 were all elevated in MHCC97H and PLC/PRF/5 cells engineered to overexpress KSR2. These results indicate that KSR2 contributes to MAPK-induced HCC proliferation.
Considering that KSR2 appears to act via the MAPK pathway, we tested the effects of KSR2 overexpression on tumor-cell sensitivity to sorafenib, a drug that blocks tumor growth and angiogenesis by targeting both the MAPK pathway and receptor tyrosine kinases. Sorafenib was the first FDA-approved molecular-targeted drug used in the treatment of advanced HCC patients [27]. We found that KSR2 overexpression reduced the inhibitory effects of sorafenib on MHCC97H and PLC/PRF/5 cells (Fig. 5B). Figure 5C shows the time-course of apoptosis induced by sorafenib in MHCC97H and PLC/PRF/5 cells. KSR2 overexpression dramatically reduced apoptosis in these cells. Further, following 24 h of treatment, sorafenib induces apoptosis in a dose-dependent manner in MHCC97H and PLC/PRF/5 cells, but KSR2-overexpression reduces this effect (Fig. 5D).
KSR2 overexpression also abrogated the effect of sorafenib treatment in our tumor-xenograft model. KSR2 overexpression increased the tumor growth rate and KI67positive cell numbers in both dimethyl sulphoxide (DMSO) and sorafenib-treated nude mice xenografts (Fig. 5E-H). Yet, Cleved-Caspase 3 presented a 17% reduction in positive area in sorafenib-treated overexpression ( Fig. 5G and I), indicating it bypasses the growth suppressive effects of sorafenib.

KSR2 interacts with 14-3-3ζ and promotes the proliferation of HCC cells through the MAPK pathway
To further explore how KSR2 promotes HCC, we sought to identify KSR2-interacting proteins. We performed KSR2affinity purification from KSR2 overexpressing PLC/PRF/5 and MHCC97H cells followed by mass spectrometry and identified 191 potential KSR2 interacting proteins present in both cell lines (Fig. 6A). The 191 identified proteins are shown according to their expression score (Fig. 6B); the top-100 candidates were then analyzed by GO enrichment and KEGG pathway analysis (Fig. 6C, Tab. S5). We found these genes corresponding to proteins were enriched in the functions of "RNA translation and stabilization. " Application of MCODE algorithm to the top-100 genes was used to identify their neighborhoods where proteins are densely connected, revealing a 20-gene MCODE network including KSR2 [28]. Interestingly, in the 4 hub genes directly linked to KSR2, 3 of them (YWHAZ, YWHAQ, YWHZH) belong to the 14-3-3 protein family that can facilitate protein folding and accumulation (Fig. 6D), and YWHAZ (coding 14-3-3ζ) scored the highest of the 4 hub genes (Fig. 6E). Therefore, we further explored the function of 14-3-3ζ protein.
Dougherty et al. reported that the 14-3-3 family plays an important role in regulating the intracellular localization of the KSR1 scaffold [21]. We speculated that 14-3-3ζ could also interact with KSR2 and promote activation of the MAPK pathway. Having found that 14-3-3ζ interacted with KSR2 in cells overexpressing KSR2, we confirmed this interaction by co-IP experiments (Fig. 6F). To explore the interaction mechanism between 14-3-3 and KSR2, we examined the mRNA levels of KSR2 before and after 14-3-3 protein knockdown. qPCR proved that knocking down 14-3-3 did not affect KSR2 mRNA levels (Fig. 6G), but reduced the protein level of KSR2 (Fig. 6H), so we speculated that 14-3-3ζ might act as a molecular chaperone to help KSR2 perform its function. Consistent with this, we demonstrated the interaction between the two proteins by IF of human HCC tissues, revealing that the KSR2 protein colocalizes with 14-3-3ζ in the cytoplasm and nucleus (Fig. 6I).
We examined the functional interaction of these two proteins in HCC cell lines by combined overexpression and knockdown experiments. KSR2 overexpression promoted HCC cell growth. However, when combined with knockdown of 14-3-3ζ, the proliferation and colony formation ability of KSR2-overexpressing and control cells decreased (Fig. 6J and K) accompanied by a decrease in the phosphorylation of MEK1/2 and ERK1/2 detected by western blotting (Fig. 6H). 14-3-3ζ knockdown rescue the effect of KSR2 high-expression on MEK1/2 and ERK1/2 phosphorylation. But 14-3-3ζ knockdown had a more dramatic effect on MEK1/2 and ERK1/2 phosphorylation in cells without KSR2 overexpression, indicating that KSR2 overexpression is high enough to mask the regulating effect of 14-3-3ζ. For this reason, we conclude that 14-3-3ζ is involved in the regulation of MAPK through effects on the expression of KSR2. These data collectively suggest that KSR2 may specifically interact with 14-3-3ζ to contribute to HCC cell growth.

Discussion
In the present study, we report the novel observation that the molecular scaffold KSR2 is a regulator of MAPK activity, and its overexpression promotes HCC development. Moreover, we showed that KSR2 associates with 14-3-3ζ, and 14-3-3ζ can upregulate the KSR2 protein in HCC cells. Importantly, both elevated KSR2 and 14-3-3ζ expression conferred sorafenib-resistance to HCC cells. Clinically, patients with high levels of both KSR2 and 14-3-3ζ expression had the shortest OS and highest recurrence rates. Thus, our findings reveal a novel pathway where KSR2 promotes tumorigenesis through MAPK signaling and provide a novel therapeutic target for treating HCC. KSR1 and KSR2 have different but overlapping roles in cells. Both proteins can serve as a scaffold to promote ERK signaling, but KSR2 may be even more effective than KSR1, as growth factor-induced ERK activation in MEFs required nine times more KSR1 than KSR2 [29]. The enhanced activity of KRS2 may be arise from 1) KSR2 transferring to the plasma membrane and assembling the kinase cascade in response to growth factor stimulation more efficiently than KSR1 [16,21,30]; 2) the KSR2 scaffold complex being less affected by ERK-dependent feedback loops that negatively regulate KSR1-scaffolded complexes [30]; 3) KSR2 being more efficient than KSR1 in its ability to process MEK-dependent ERK phosphorylation. However, disrupting the interaction of KSR2 with ERK did not alter the biological action of KSR2 demonstrating that KSR2-dependent ERK activation is dispensable for KSR2-dependent cell proliferation. Thus, despite their strong homology and ability to activate the same kinase cascade, KSR2 and KSR1 affect cell proliferation differently as well as KSR2 being potentially more potent than KSR1 in promulgating transmission of signals from Raf to MEK and from MEK to ERK [11,12,31].
KSR1 and KSR2 also have unique but overlapping roles in mediating Ras signaling during C. elegans development [20]. KSR2 uniquely contributes to meiosis in C. elegans and is speculated to function by controlling ERK phosphorylation in oocytes, because the destruction of KSR2 leads to the acute loss of MPK1 activation. Recent work revealed that KSR2 receives a stimulatory signal from an activated Raf molecule and transmits this to regulate the activation of MEK fragments to catalyze the phosphorylation of Raf in human cells [23]. Our results further implicate KSR2 in playing an important role in the MAPK pathway. The role of KSR2 in cancer has not been extensively explored. A study by Pooja Popli et al. [32] did report that splicing factor SF3B1 is involved in the maturation of KSR2 pre-mRNA to a mature RNA and that KSR2 acts downstream of SF3B1 function in endometrial cancers. An additional study reported KSR2 facilitates the activation of AMPK, which is essential for nutrient metabolism, maximum glycolysis, and oxidative phosphorylation (OXPHOS) capacity of neuroblastoma cells [22]. A new study identified several mutations in KSR2 that are linked to the development of early-onset obesity and severe insulin resistance [33]. Further, deletion of Ksr2 leads to obesity in mice, which suggests that it has a role in energy homeostasis [22]. These results raises the intriguing possibility that KSR2 serves not only as a scaffold, but also as a component of an energy and nutrient sensor that couples information about the nutritional environment and intracellular energy status of a cell to a kinase cascade with potent effects on cancer cell proliferation, differentiation, and survival.
KSR proteins also associate with members of the 14-3-3 protein family, a family that is ubiquitous in eukaryotic cells. 14-3-3 proteins regulate various important physiological activities of cells by binding to a wide range of protein ligands, like KSR proteins, they participate in MAPK signaling [26]. Recent studies describe autoinhibited and active-state structures of full-length BRAF in complexes with MEK1 and a 14-3-3 dimer (the ε and ζ isoforms) determined by cryo-electron microscopy [34]. In the inhibited state, the 14-3-3 protein dimer wraps the complex of BRAF and MEK; in the activated state, the 14-3-3 protein rearranges to help BRAF form an active back-to-back dimer. The 14-3-3 protein has a similar role in interacting with KSR family proteins, which have a similar structure to Raf. In the presence of activated Ras, KSR1 contains three additional sites of phosphorylation (Thr260, Thr274, and Ser443), all of which match the consensus motif (Px[S/T]P) for phosphorylation by MAPK [14]. KSR1 consistently showed a marked preference for binding to 14-3-3γ, and it was able to interact with some but not all 14-3-3 isoforms (η > β, ζ > τ) [35]. We showed that KSR2 interacts with 14-3-3ζ, an interaction whose function has not previously been investigated. Our data do, however, indicate that 14-3-3ζ contributes to the regulation of KSR2 in HCC.
There is increasing evidence indicating that some 14-3-3 isoforms are overexpressed in tumors and that 14-3-3 proteins are implicated in regulating tumor progression of various types of human malignancies [36]. During tumor formation and progression, 14-3-3ζ may be involved in the malignant transformation, proliferation, growth, and metastasis of tumor cells [37]. 14-3-3ζ levels may also modulate cancer cell sensitivity to treatment. For example, overexpression of miR-451 increased breast cancer cell resistance to paclitaxel mainly through downregulating 14-3-3ζ expression in vitro and in vivo [38]. Curiously, we found that reducing 14-3-3ζ levels enhanced the sensitivity of KSR2-overexpressing HCC cells to sorafenib.
Sorafenib, as the first-generation targeted drug, has proven beneficial to patients with advanced liver cancer. Sorafenib inhibits tumor cell proliferation, increases the rate of apoptosis, and inhibits tumor angiogenesis by inhibiting the serine-threonine kinases CRAF and BRAF and the receptor tyrosine kinase activity of vascular endothelial growth factor receptors (VEGFRs) and platelet-derived growth factor receptor β (PDGFR-β) [39,40]. However, most patients develop resistance to sorafenib in the early stages. Acquired resistance is always established during long-term sorafenib exposure, whereby sorafenib itself acts as a selective force that favors the outgrowth of drug-resistant subclones. On this basis, oncoproteins like phosphorylated ERK1/2 might provide promising targets for sorafenib response [41]. Our study shows that KSR2 activates phosphorylation of ERK1/2 and reduces the sensitivity of HCC cells to sorafenib, indicating that KSR2 may be a promising HCC biomarker and a potential target for inhibiting the progression of HCC.

Conclusions
In summary, the present study demonstrates that KSR2 regulates the proliferation and growth of hepatocellular carcinoma. Further, KSR2 and 14-3-3ζ interact and activate the MAPK signaling pathway, which ultimately increases the proliferation of HCC cells (Fig. 8). More importantly, our investigation reveals that high expression levels of KSR2 and 14-3-3ζ are significantly (See figure on next page.) Fig. 7 Combined overexpression of KSR2 and 14-3-3ζ is associated with poor prognosis and decreased HCC sensitivity to sorafenib. A Expression of KSR2 and 14-3-3ζ together in a TMA of cancer tissues and normal adjacent tissues, and H and E staining. B Relationship between the expression level of KSR2 and the expression level of 14-3-3ζ in a TMA. C Relationship between overall survival and expression of KSR2 and 14-3-3ζ assessed analyzed by Kaplan-Meier analysis. D Relationship between disease-free survival and expression of KSR2 and 14-3-3ζ assessed by Kaplan-Meier analysis. E, F Percentage of surviving PLC/PRF/5 cells and MHCC97H cells overexpressing KSR2 in the presence of sorafenib. n = 3 independent experiments. G Apoptosis in KSR2-overexpressing cells with 14-3-3ζ-knockdown after sorafenib treatment. H Percentage of apoptotic PLC/PRF/5 cells overexpressing KSR2 in the presence of sorafenib. n = 3 independent experiments. *p < 0.05; **p < 0.01; ***p < 0.001 Fig. 8 Schematic illustrating the mechanism by which KSR2 in regulates liver cancer growth and progression. In this proposed model, KSR2 can interact with 14-3-3ζ and form a complex, activating the Ras-Raf-MEK-ERK signaling pathway and thereby leading to the proliferation and growth of HCC cells